Kushal Kapoor
Data Scientist @FCC / FAC
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WORK HISTORY
Data Scientist @FCC / FAC
CA
Designed and implemented an automated system for adjudicating customer applications across diverse portfolios, enhancing risk assessment processes for efficient customer evaluation.Collaborated with the product team and stakeholders to devise innovative strategies aimed at streamlining the auto-adjudication process for small businesses at FCC, with the potential to elevate overall system decisioning to 94%Teamed up with colleagues to gather and scrutinize data related to prototypes for small business models at FCC, contributing by developing production-ready Python code incorporating machine learning techniques.
EDUCATION
Panjab University
Doctor of Philosophy - PhD
Panjab University
Master's degree
Panjab University
Master of Philosophy - MPhil
ABOUT KUSHAL KAPOOR
Data scientist with 10+ years of experience in data analytics and statistical modelling. Hands-on experience using machine learning techniques to analyse credit risk data to gain useful customer insights. Innovative in providing industrial solutions, and skilled at managing a team of scientists in an agile approach. CAREER HIGHLIGHTS o Collaboratively designed and implemented behavioural models for customer profiling using scorecards and machine learning methodologies. o Implemented a highly effective strategy for auto adjudication in a predominant portfolio, accounting for 80% of total volumes, resulting in a 25% improvement in risk assessments and achieving a remarkable 98% success rate in auto-decisioning. o Leverages a robust grasp of statistical principles, encompassing both frequentist and Bayesian approaches, to enhance credit risk assessment strategies and methodologies. o Engineered a regression modelling algorithm to evaluate stock movements and generate buy/sell signals based on the current stock price to the index value. CORE SKILLS o Data Analytics - Python, SQL, C, C++ o Libraries - Pandas, Scikit-learn, numpy, seaborn, matplot, streamlit, etc. o Written and Oral Communication o Tools & Platforms - Linux, AWS o Machine Learning - Regression, Decision Tress, XGBoost, Scorecards.
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